Use the preparation materials to prepare hand-written answers for the following questions. Please ask any questions on the "Questions -- Preparation Guide" on the course Team (see link on the homepage).
- What types of variables are used in a Binary Logistic Regression?
- Describe how the indicator variable is defined for the response variable?
- Explain how the mean of the indicator variable is related to the proportion of successes for the response variable.
- What is the form of the relationship between the probability of success and the explanatory variable?
- How are odds calculated from a probability? Explain in words and show as a formula.
- What is the form of the relationship between the odds of success and the explanatory variable?
- What is a logit transformation for the probability of “success”?
- What is the form of the relationship between the log odds of success and the explanatory variable?
- Explain how odds can be calculated from log odds.
- Explain how a probability can be calculated from the odds.
- Explain how a probability can be calculated from the log odds.
- [Optional] What questions do you have from this reading that you would like me to address? [Please be as specific as possible. Don't just say "everything" or "I don't understand anything." Of course, you can ask me questions about the reading before class on MS Teams.]